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IBM

Machine Learning with Apache Spark

Explore the exciting world of machine learning with this IBM course. Start by learning ML fundamentals before unlocking the power of Apache Spark to build and deploy ML models for data engineering applications. Dive into supervised and unsupervised learning techniques and discover the revolutionary possibilities of Generative AI through instructional readings and videos. Gain hands-on experience with Spark structured streaming, develop an understanding of data engineering and ML pipelines, and become proficient in evaluating ML models using SparkML. In practical labs, you'll utilize SparkML for regression, classification, and clustering, enabling you to construct prediction and classification models. Connect to Spark clusters, analyze SparkSQL datasets, perform ETL activities, and create ML models using Spark ML and sci-kit learn. Finally, demonstrate your acquired skills through a final assignment. This intermediate course is suitable for aspiring and experienced data engineers, as well as working professionals in data analysis and machine learning. Prior knowledge in Big Data, Hadoop, Spark, Python, and ETL is highly recommended for this course.

状态:Machine Learning
状态:Data Transformation
中级课程小时

精选评论

AS

5.0评论日期:Feb 2, 2024

Excellent learning experience - well-designed content and practical sessions.

SS

4.0评论日期:Mar 22, 2024

Spark is build to work with distributed systems. But here it looks like it is some strange twin of pandas. Some basics of Distributed Systems wanted with at least one at least theoretical examlple.

SR

4.0评论日期:Mar 1, 2025

It good to learn basics and widen my knowledge in Data Engineering

SK

5.0评论日期:May 18, 2025

After completing this course. I gained much more knowledge about Spark that apply in ML project. and other topics such as data engineering, ML lifecycle.

RR

5.0评论日期:Jun 23, 2025

Liked the structure and labs. Good way to learn with handson experience.

BS

5.0评论日期:Dec 18, 2023

This course gives good overview about ML with Spark.

所有审阅

显示:20/26

Chan Chong Wee
1.0
评论日期:Feb 12, 2024
Toshio Sekiguchi
5.0
评论日期:Sep 16, 2023
Daniel Alejandro Lavin Vizcaino
3.0
评论日期:Apr 2, 2025
Federico Colelli Riano
1.0
评论日期:Oct 20, 2024
Sayomphon Khampromma
5.0
评论日期:May 19, 2025
5.0
评论日期:Mar 15, 2024
Ammar Ahmed Siddiqui
5.0
评论日期:Feb 3, 2024
Elena N
1.0
评论日期:Sep 4, 2025
Rakshit Ashok Rathi
5.0
评论日期:Jun 24, 2025
Bhushan Satam
5.0
评论日期:Dec 19, 2023
Kanatbek Abdurasulov
5.0
评论日期:Nov 11, 2023
Joseph MAJEKODUNMI
5.0
评论日期:Oct 14, 2023
Stepan Sokol
5.0
评论日期:Oct 16, 2024
Jan
5.0
评论日期:Mar 31, 2025
Bai Fonti Kamara
5.0
评论日期:Aug 20, 2024
Amir Youssef
5.0
评论日期:Oct 9, 2025
Sabeur Mohamed
5.0
评论日期:Jan 21, 2024
Tùng Nguyễn Phương
5.0
评论日期:Feb 27, 2024
ANKIT BHATI
5.0
评论日期:Nov 7, 2024
muchu vismitha
5.0
评论日期:Sep 22, 2023